Quartic First-Order Methods for Low-Rank Minimization
Radu-Alexandru Dragomir, Alexandre d’Aspremont, Jérôme Bolte
Topics & Concepts
MathematicsQuartic functionMinificationTheory of computationKernel (algebra)Applied mathematicsBregman divergenceFactorizationEuclidean distanceMatrix (chemical analysis)Mathematical optimizationAlgorithmEuclidean geometryScale (ratio)Convex optimizationNumerical analysisDivergence (linguistics)Equivalence (formal languages)Kernel methodAlgebra over a fieldSymmetric matrixSparse matrixQuartic surfaceMatrix decompositionStochastic Gradient Optimization TechniquesSparse and Compressive Sensing TechniquesAdvanced Optimization Algorithms Research